Delve into the world of data analysis with 'R Programming for Data Science,' a course designed to guide learners through the intricacies of R, a premier programming language in the data science domain. The course opens with a broad perspective on data science, illuminating the pivotal role of R in this field. Learners are then introduced to R and RStudio, equipping them with the foundational tools and interfaces essential for R programming. The curriculum progresses with an introduction to the basics of R, ensuring learners grasp the core principles that underpin more complex operations. A highlight of this course is its in-depth exploration of R's versatile data structures, including vectors, matrices, factors, and data frames. Each unit is crafted to provide learners with a comprehensive understanding of these structures, pivotal for effective data handling and manipulation. The course also emphasizes the importance of relational and logical operators in R, key elements for executing data operations. As the course advances, learners will engage with the nuances of conditional statements and loops, essential for writing efficient and dynamic R scripts. Moving into more advanced territories, the course delves into the creation and usage of functions, an integral part of R programming, and the exploration of various R packages that extend the language's capabilities. Learners will also gain expertise in the 'apply' family of functions, crucial for streamlined data processing. Further units cover regular expressions and effective strategies for managing dates and times in data sets. The course concludes with practical applications in data acquisition, cleaning, visualization, and manipulation, ensuring learners are well-prepared to tackle real-world data science challenges using R. Learning Outcomes Develop a foundational understanding of R's role in data science and proficiency in RStudio. Gain fluency in R programming basics, enabling the handling of complex data tasks. Acquire skills in managing various R data structures for efficient data analysis. Master relational and logical operations for advanced data manipulation in R. Learn to create functions and utilize R packages for expanded analytical capabilities. Why choose this R Programming for Data Science course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this R Programming for Data Science course for? Beginners in data science eager to learn R programming. Data analysts and scientists looking to enhance their skills in R. Researchers in various fields requiring advanced data analysis tools. Statisticians seeking to adopt R for more sophisticated data manipulations. Professionals in finance, healthcare, and other sectors needing data-driven insights. Career path Data Scientist (R Expertise): £30,000 - £70,000 Data Analyst (R Programming Skills): £27,000 - £55,000 Bioinformatics Scientist (R Proficiency): £35,000 - £60,000 Quantitative Analyst (R Knowledge): £40,000 - £80,000 Research Analyst (R Usage): £25,000 - £50,000 Business Intelligence Developer (R Familiarity): £32,000 - £65,000 Prerequisites This R Programming for Data Science does not require you to have any prior qualifications or experience. You can just enrol and start learning.This R Programming for Data Science was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Unit 01: Data Science Overview Introduction to Data Science 00:01:00 Data Science: Career of the Future 00:04:00 What is Data Science? 00:02:00 Data Science as a Process 00:02:00 Data Science Toolbox 00:03:00 Data Science Process Explained 00:05:00 What's next? 00:02:00 Unit 02: R and RStudio Engine and coding environment 00:03:00 Installing R and RStudio 00:04:00 RStudio: A quick tour 00:04:00 Unit 03: Introduction to Basics Arithmetic with R 00:03:00 Variable assignment 00:04:00 Basic data types in R 00:03:00 Unit 04: Vectors Creating a vector 00:05:00 Naming a vector 00:04:00 Arithmetic calculations on vectors 00:07:00 Vector selection 00:06:00 Selection by comparison 00:04:00 Unit 05: Matrices What's a Matrix? 00:02:00 Analyzing Matrices 00:03:00 Naming a Matrix 00:05:00 Adding columns and rows to a matrix 00:06:00 Selection of matrix elements 00:03:00 Arithmetic with matrices 00:07:00 Additional Materials 00:00:00 Unit 06: Factors What's a Factor? 00:02:00 Categorical Variables and Factor Levels 00:04:00 Summarizing a Factor 00:01:00 Ordered Factors 00:05:00 Unit 07: Data Frames What's a Data Frame? 00:03:00 Creating Data Frames 00:20:00 Selection of Data Frame elements 00:03:00 Conditional selection 00:03:00 Sorting a Data Frame 00:03:00 Additional Materials 00:00:00 Unit 08: Lists Why would you need lists? 00:01:00 Creating a List 00:06:00 Selecting elements from a list 00:03:00 Adding more data to the list 00:02:00 Additional Materials 00:00:00 Unit 09: Relational Operators Equality 00:03:00 Greater and Less Than 00:03:00 Compare Vectors 00:03:00 Compare Matrices 00:02:00 Additional Materials 00:00:00 Unit 10: Logical Operators AND, OR, NOT Operators 00:04:00 Logical operators with vectors and matrices 00:04:00 Reverse the result: (!) 00:01:00 Relational and Logical Operators together 00:06:00 Additional Materials 00:00:00 Unit 11: Conditional Statements The IF statement 00:04:00 IFELSE 00:03:00 The ELSEIF statement 00:05:00 Full Exercise 00:03:00 Additional Materials 00:00:00 Unit 12: Loops Write a While loop 00:04:00 Looping with more conditions 00:04:00 Break: stop the While Loop 00:04:00 What's a For loop? 00:02:00 Loop over a vector 00:02:00 Loop over a list 00:03:00 Loop over a matrix 00:04:00 For loop with conditionals 00:01:00 Using Next and Break with For loop 00:03:00 Additional Materials 00:00:00 Unit 13: Functions What is a Function? 00:02:00 Arguments matching 00:03:00 Required and Optional Arguments 00:03:00 Nested functions 00:02:00 Writing own functions 00:03:00 Functions with no arguments 00:02:00 Defining default arguments in functions 00:04:00 Function scoping 00:02:00 Control flow in functions 00:03:00 Additional Materials 00:00:00 Unit 14: R Packages Installing R Packages 00:01:00 Loading R Packages 00:04:00 Different ways to load a package 00:02:00 Additional Materials 00:00:00 Unit 15: The Apply Family - lapply What is lapply and when is used? 00:04:00 Use lapply with user-defined functions 00:03:00 lapply and anonymous functions 00:01:00 Use lapply with additional arguments 00:04:00 Additional Materials 00:00:00 Unit 16: The apply Family - sapply & vapply What is sapply? 00:02:00 How to use sapply 00:02:00 sapply with your own function 00:02:00 sapply with a function returning a vector 00:02:00 When can't sapply simplify? 00:02:00 What is vapply and why is it used? 00:04:00 Additional Materials 00:00:00 Unit 17: Useful Functions Mathematical functions 00:05:00 Data Utilities 00:08:00 Additional Materials 00:00:00 Unit 18: Regular Expressions grepl & grep 00:04:00 Metacharacters 00:05:00 sub & gsub 00:02:00 More metacharacters 00:04:00 Additional Materials 00:00:00 Unit 19: Dates and Times Today and Now 00:02:00 Create and format dates 00:06:00 Create and format times 00:03:00 Calculations with Dates 00:03:00 Calculations with Times 00:07:00 Additional Materials 00:00:00 Unit 20: Getting and Cleaning Data Get and set current directory 00:04:00 Get data from the web 00:04:00 Loading flat files 00:03:00 Loading Excel files 00:05:00 Additional Materials 00:00:00 Unit 21: Plotting Data in R Base plotting system 00:03:00 Base plots: Histograms 00:03:00 Base plots: Scatterplots 00:05:00 Base plots: Regression Line 00:03:00 Base plots: Boxplot 00:03:00 Unit 22: Data Manipulation with dplyr Introduction to dplyr package 00:04:00 Using the pipe operator (%>%) 00:02:00 Columns component: select() 00:05:00 Columns component: rename() and rename_with() 00:02:00 Columns component: mutate() 00:02:00 Columns component: relocate() 00:02:00 Rows component: filter() 00:01:00 Rows component: slice() 00:04:00 Rows component: arrange() 00:01:00 Rows component: rowwise() 00:02:00 Grouping of rows: summarise() 00:03:00 Grouping of rows: across() 00:02:00 COVID-19 Analysis Task 00:08:00 Additional Materials 00:00:00 Assignment Assignment - R Programming for Data Science 00:00:00
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This Xero Accounting & Bookkeeping Bundle Package includes: Course 01: Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7 10 Premium Additional CPD QS Accredited Courses - Course 01: Xero Advisor Course 02: Bookkeeping Diploma Course 03: Sage 50 Diploma Course 04: Quickbooks Bookkeeping Course 05: UK Tax Accounting Course Course 06: Managerial Accounting Training Course 07: Accountancy Course 08: Financial Management Course 09: GDPR Course 10: Microsoft Excel Whether you're looking to advance your career or start your own business, the Xero Accounting & Bookkeeping bundle has everything you need to succeed. Enrol today, and don't let poor financial management hold you back - take control of your future with the Xero Accounting & Bookkeeping bundle. Learning Outcomes of this Xero Accounting & Bookkeeping Bundle Course: Master the functionalities of Xero, Sage 50, and QuickBooks for comprehensive bookkeeping. 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Course Curriculum Course 01: Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7 Module 01: Introduction Module 02: Getting Started Module 03: Invoices and Sales Module 04: Bills and Purchases Module 05: Bank Accounts Module 06: Products and Services Module 07: Fixed Assets Module 08: Payroll Module 09: VAT Returns Course 02: Xero Advisor Module 01: Getting Started Module 02: Setting Up Of The System Module 03: Customers And Suppliers Module 04: Fixed Assets Module 05: Bank Payments And Receipts Module 06: Petty Cash Module 07: Bank Reconciliation Module 08: Business Credit Card Account Module 09: Aged Reports Module 10: Payroll And Journals Module 11: Vat Return Module 12: Correction Of Error Course 03: Bookkeeping Diploma Module 01: Introduction to Bookkeeping Module 02: Manual System Module 03: Computerised Systems Module 04: How it Fits Together Module 05: Bookkeeping Basics Module 06: Ledgers Module 07: Trial Balance and Coding Module 09: PNL Account and Balance Sheet Module 10: AILE Personal =========>>>>> And 8 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*11 = £143) CPD Hard Copy Certificate: Free (For The First Course: Previously it was £29.99) QLS Endorsed Hard Copy Certificate: Free (For The Title Course: Previously it was £139) CPD 280 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring accountants and bookkeepers Small business owners Finance students Career changers Finance professionals Anyone interested in finance This Xero accounting software training program has been created to develop your Xero accounting skills and the overall understanding of the software. It has no association with Xero Limited and operates independently. Please note, that the certificate you receive upon completion is CPD accredited and not an official Xero certification. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Xero Certified Accountant - £40,000 to £55,000 Bookkeeper - £25,000 to £35,000 Financial Analyst - £35,000 to £50,000 Tax Accountant - £30,000 to £45,000 Payroll Manager - £28,000 to £40,000 Management Accountant - £35,000 to £50,000 Certificates Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7 Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee. CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee.
24 Hours Left! Don't Let Year-End Deals Slip Away - Enrol Now! Boost Your Career By Enrolling In This Feline Behaviour & PsychologyBundle To Overcome Your Challenges! If you wish to gain a solid and compact knowledge of Feline Behaviour & Psychologyand boost your career, then take a step in the right direction with this industry-standard, comprehensive Feline Behaviour & Psychologybundle of courses, which are well organised. This Feline Behaviour & Psychologybundle package includes 1 Premium, The Quality Licence Scheme-endorsed course, 10 additional CPDQS Accredited Certificate courses, with expert assistance, and a FREE courses assessment included. Learn a range of in-demand technical skills to help you progress in your career with 12 months of unlimited access to this bundle of courses. If you enrol in this Feline Behaviour & Psychologypackage, you will not be charged any extra fees. This Feline Behaviour & Psychology Bundle Package includes: Course 01: Feline Behaviour & Psychology at QLS Level 7 10 Additional Premium CPD Accredited Courses - Course 01: Equine Psychology Course 02: Veterinary Physiotherapy - Level 2 Course 03: Animal Science Course 04: Animal Care Course Course 05: Canine Communication Course Course 06: Pet First Aid Course 07: Animal Diet & Nutrition Course 08: Dog Walking & Pet Sitting Course 09: Infection Prevention and Immunisation Course 10: Personal Hygiene Course Success becomes a lot simpler with this Feline Behaviour & Psychologybundle package, which allows you to monetise your skills. This Feline Behaviour & Psychologybundle is appropriate for both part-time and full-time students, and it can be completed at your own pace. This premium Feline Behaviour & Psychologybundle of courses helps your professional development by receiving an endorsement from the Quality Licence Scheme and CPDQS Accredited Certificate. You'll be able to practice in your own time and speed. The course materials for Feline Behaviour & Psychologyare designed by experts, and you can access them. easily from any of your smartphones, laptops, PCs, tablets, etc. Master the skills. You need to arm yourself with the necessary qualities and explore your career opportunities in relevant sectors. Why Prefer This Feline Behaviour & PsychologyBundle? You will receive a completely free certificate from the Quality Licence Scheme. Option to receive 10 additional certificates accredited by CPDQS Get a free student ID card! (£10 postal charges will be applicable for international delivery) Engaging voiceover and visual elements for your convenience. Complete the bundle at your own pace. Free assessments and immediate results. 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum: *** Module 01: Domestication of Cats Module 02: Communication & Stress According to Origin Module 03: Sleeping & Toileting According to Origin Module 04: Hunting & Drinking Water According to Origin Module 05: Reproduction & Disease According to Origin Module 06: Another Type of Cats - Feral Cats Module 07: Understanding Feline Body Language Module 08: Understanding Common Behaviour Module 09: Understanding Cat Communication Module 10: Types of Feline Need Module 11: Do Cats Feel Love and Other Human Emotions? Module 12: How Smart Are Cats? Module 13: Why Do Cats Hiss? Module 14: Why Do Cats Purr? Module 15: Why Do Cats Rub Against Things? Module 16: Why Do Cats Scratch Things? Module 17: Why Do Cats Play with Their Prey? Module 18: Why Do Some Cats Become Anxious or Phobic? Module 19: Why Do Cats Roll on Their Backs to Greet People? Module 20: Why Do Cats 'Sulk'? Module 21: Why Do Cats Knead or Paddle with Their Paws? Module 22: Why Does a Male Cat Bite a Female's Neck While Mating? Module 23: Why Do Mother Cats Move Kittens? Module 24: Why Do Some Cats Howl, Especially at Night? Module 25: Cats and the Law Module 26: Bringing Your New Cat Home Module 27: Feeding and Controlling Obesity Module 28: Managing Your Cat's Behaviour Module 29: Keeping Your Cat Safe Module 30: Neutering - Family Planning for Felines Module 31: Pregnant Cats, Birth and Care of Young Kittens Module 32: Cats Living Together Module 33: How to Prevent Cat Conflicts in Multi-cat Households Module 34: When to Let Go How is the Feline Behaviour & Psychology Bundle Assessment Process? We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams. CPD 290 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! Requirements No prior background or expertise is required. Career path The bundle aims to help you get the job or even the long-awaited promotion of your dreams. Certificates Advanced Diploma in Feline Behaviour & Psychology at QLS Level 7 Hard copy certificate - Included CPD Accredited Certificate Digital certificate - Included Upon successfully completing the Bundle, you will need to place an order to receive a PDF Certificate for each course within the bundle. These certificates serve as proof of your newly acquired skills, accredited by CPD QS and will cost you £10 for each course. Also, the certificates are recognised throughout the UK and internationally. CPD Accredited Certificate Hard copy certificate - Included International students are subject to a £10 delivery fee for their orders, based on their location.
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